Expensive and Google doesn't even have enough resources to decently deploy a model like that. Creating 10 images in parallel gives me RESOURCE_EXHAUSTED error, which is a painfully common error when using Google AI products.
> Pretty much every person in every culture cares deeply about their children.
I would substitute "deeply" for "superficially". Like, if my parents found some way to prohibit porn when I was an adolescent, I wouldn't say they cared deeply about me. I would say they were misguided and authoritary. The "care deeply" idea you are putting forward is just trying to distil whatever societal norm currently is into the youngs.
Companies who could see it clearly and ignored the "AI is a bubble duh" crowd will ultimately get benefited by the GPUs they already acquired. The companies who acted cautiously will get burned.
Hi HN, I’m Rodrigo. I’m a software engineer working at the intersection of applied ML and scalable systems.
Lately, I’ve been obsessed with solving the "context window" problem through graph-based knowledge representations. My recent work focuses on treating graphs not just as data stores, but as a method for information compression and long-term memory permanence in AI agents. I develop pipelines that integrate LLMs with structured memory to allow for more efficient knowledge generalization and recall.
Key areas of expertise:
1. AI Memory Architectures: Building persistent, graph-oriented systems for reasoning and long-term retrieval.
2. ML Systems Engineering: Developing TTS systems, semantic search tools, and RAG pipelines that go beyond simple vector lookups.
3. Full-Stack Foundations: Bridging the gap between a PyTorch model and a production-ready Svelte/React interface, backed by robust Linux/Postgres infrastructure.
I’m looking for a role where I can contribute to the "Next Step" of LLM integration—moving past simple chat interfaces toward systems with true persistent memory and structured reasoning.
Last time I checked there's no scientific consensus if social media causes harm at all. The best studies found null or very small effects. So yeah, I am skeptical it is harmful.
I have no idea where this idea that Internet is toxic to children is coming from. Is that some type of moral panic? Weren't most of you guys children/adolescents during the 2000's?
Idk, we seem to be the at the cusp of autonomous driving. Transportation is like ~8% of world's GDP. Payroll is, what, 30% of that? It seems like we can already have the return on all AI investment by just conquering this one application.
Yeah, I suspect the reason the author didn't find a relationship between IQ and happiness / life satisfaction is probably because those studies were overcontrolling for intermediate variables. If money makes us happier and people with high IQ make more money, you will underestimate the relationship if you control for income.
Lately, I’ve been exploring graph-based knowledge representations as a method for information compression and long-term memory permanence in AI systems — developing pipelines that integrate LLMs with structured memory to retain and generalize knowledge efficiently.
My background bridges applied machine learning and software engineering, from building text-to-speech systems and semantic retrieval tools to experimenting with persistent, graph-oriented architectures for reasoning and recall. I’m looking for opportunities at the intersection of AI systems engineering, knowledge representation, and scalable memory architectures.
It's honestly not that deep. If AI increases productivity, we should accept it. If it doesn't, then the hype will eventually fade out. In any case, having attachment to the craft is a bit cringe. Technological progress trumps any emotional attachment.
The problem with this approach to text generation is that it's still not flexible enough. If during inference the model changes its mind and wants to output something considerably different it can't because there are too many tokens already in place.
I did create benchmarks and simulated impact following different scenarios (including the one I was advocating for). Unfortunately that was received in deaf ears. Even worse, actually; they thought I was being too pushy by adding the scenario I was proposing to the analysis. At this point I knew I had to leave.
Even with all these tools available, big companies would still be unable to compete in speed simply because in 99% of cases they don't have the required culture set in place.